DeepBridge Uncertainty Analysis Report

Model: Model
Generated on: 2025-04-20 00:49:56
Uncertainty Summary
Uncertainty Score
1.027718253968254
Higher is better (0-1 scale)
Average Coverage
0.8739285714285714
Actual vs. Expected
Average Width
0.3790435110629353
Lower is better
Base Score
accuracy

Test Configuration

Parameter Value
Model Type RandomForestClassifier
Method crqr
Alpha Levels [0.1, 0.2]
Coverage Analysis
Interval Width
Model Metrics

Prediction Interval Coverage

Coverage Analysis

This analysis shows the actual coverage of prediction intervals at different confidence levels. Ideally, the actual coverage should match or exceed the expected coverage.

Primary Model

Alpha Level Expected Coverage Actual Coverage Coverage Ratio

Prediction Interval Width

Interval Width Analysis

This analysis shows the width of prediction intervals at different confidence levels. Narrower intervals with adequate coverage indicate higher certainty.

Primary Model

Alpha Level Mean Width Median Width

Model Performance Metrics

Model Metrics

Primary Model

Metric Value